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Dynamic predictive resource reservation in wireless networks

机译:无线网络中的动态预测资源预留

摘要

A method for reserving resources in a wireless network. The method is implemented in a base station by moving the function of predicting and reserving resources from the radio dependent layer to a radio independent layer. In accordance with our method resources currently being used and being demanded are monitored. The monitored data is then used by a reservation handler to predict future resource demand. The future resource demand is then estimated by the reservation handler for both radio dependent and radio independent layers. In estimating future resources we use a Wiener process model and incorporate instantaneous changes in the resource usage and demand so that call fluctuations are accounted for.
机译:一种在无线网络中保留资源的方法。通过将预测和保留资源的功能从无线电相关层移动到无线电独立层,在基站中实现该方法。根据我们的方法,监视当前正在使用和需要的资源。然后,保留处理程序将监视的数据用于预测未来的资源需求。然后,预留处理程序针对与无线电有关的层和与无线电无关的层两者来估计未来的资源需求。在估计未来资源时,我们使用维纳过程模型,并在资源使用和需求中纳入瞬时变化,以便解决呼叫波动问题。

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